A Noise Estimation Method for Hyperspectral Image Based on Stacked Autoencoder

The imaging spectrometer is limited by a short response time and narrow channel, resulting in a low signal-to-noise ratio of hyperspectral images. The accurate estimation of noise has a significant impact on some preprocessing and downstream tasks. The existing noise estimation methods for hyperspec...

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Bibliographic Details
Main Authors: Lei Deng, Bing Zhou, Jiaju Ying, Runze Zhao
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10225536/